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Luis C. Garcia-Peraza-Herrera
Assistant Professor, Department of Informatics, King's College London, University of London
Joined
December 2018
Names
Luis C. Garcia-Peraza-Herrera
(Preferred)
,
Luis Carlos Garcia Peraza Herrera
,
Luis C. García-Peraza
,
Luis Carlos García-Peraza-Herrera
Emails
****@ucl.ac.uk
(Confirmed)
,
****@kcl.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Assistant Professor
Department of Informatics,
King's College London, University of London
(kcl.ac.uk)
2023
–
Present
Postdoc
Department of Surgical & Interventional Engineering,
King's College London, University of London
(kcl.ac.uk)
2020
–
2023
PhD student
Department of Medical Physics and Biomedical Engineering,
University College London, University of London
(ucl.ac.uk)
2015
–
2020
Advisors, Relations & Conflicts
PhD Advisee
Xinyue Chen
2025
–
Present
PhD Advisee
Chengan Che
2024
–
Present
Coworker
Sophia Tsoka
2024
–
Present
PhD Advisee
Chao Wang
2024
–
Present
PhD Advisee
Nikolay Manchev
2023
–
2025
PhD Advisor
Tom Vercauteren
2014
–
2020
PhD Advisor
Sebastien Ourselin
2014
–
2020
Expertise
Deep Learning
Present
Image Guided Interventions
Present
Medical Robotics
Present
Machine Learning
Present
Computer Vision
Present
Endoscopic Vision
Present
Publications
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation
Theodore Barfoot
,
Luis C. García-Peraza-Herrera
,
Ben Glocker
,
Tom Vercauteren
MICCAI (9) 2024
Readers:
Everyone
Rapid and robust endoscopic content area estimation: a lean GPU-based pipeline and curated benchmark dataset
Charlie Budd
,
Luis C. García-Peraza-Herrera
,
Martin Huber
,
Sébastien Ourselin
,
Tom Vercauteren
Comput. methods Biomech. Biomed. Eng. Imaging Vis. 2023
Readers:
Everyone
Hyperspectral image segmentation: a preliminary study on the Oral and Dental Spectral Image Database (ODSI-DB)
Luis C. García-Peraza-Herrera
,
Conor C. Horgan
,
Sébastien Ourselin
,
Michael Ebner
,
Tom Vercauteren
Comput. methods Biomech. Biomed. Eng. Imaging Vis. 2023
Readers:
Everyone
SegMatch: A semi-supervised learning method for surgical instrument segmentation
Meng Wei
,
Charlie Budd
,
Luis C. García-Peraza-Herrera
,
Reuben Dorent
,
Miaojing Shi
,
Tom Vercauteren
CoRR 2023
Readers:
Everyone
VideoSum: A Python Library for Surgical Video Summarization
Luis C. García-Peraza-Herrera
,
Sébastien Ourselin
,
Tom Vercauteren
CoRR 2023
Readers:
Everyone
LoViT: Long Video Transformer for Surgical Phase Recognition
Yang Liu
,
Maxence Boels
,
Luis C. García-Peraza-Herrera
,
Tom Vercauteren
,
Prokar Dasgupta
,
Alejandro Granados
,
Sébastien Ourselin
CoRR 2023
Readers:
Everyone
Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB)
Luis C. García-Peraza-Herrera
,
Conor C. Horgan
,
Sébastien Ourselin
,
Michael Ebner
,
Tom Vercauteren
CoRR 2023
Readers:
Everyone
Robotic Endoscope Control Via Autonomous Instrument Tracking
Caspar Gruijthuijsen
,
Luis C. García-Peraza-Herrera
,
Gianni Borghesan
,
Dominiek Reynaerts
,
Jan Deprest
,
Sébastien Ourselin
,
Tom Vercauteren
,
Emmanuel B. Vander Poorten
Frontiers Robotics AI 2022
Readers:
Everyone
Rapid and robust endoscopic content area estimation: A lean GPU-based pipeline and curated benchmark dataset
Charlie Budd
,
Luis C. García-Peraza-Herrera
,
Martin Huber
,
Sébastien Ourselin
,
Tom Vercauteren
CoRR 2022
Readers:
Everyone
View all 31 publications
Co-Authors
Adrien E. Desjardins
Alain Devreker
Alejandro Granados
Alexey Shvets
Anna L. David
Anthony Agustinos
Beat P. Müller-Stich
Ben Glocker
Benoit Rosa
Caspar Gruijthuijsen
Charlie Budd
Christos Bergeles
Claudia D'Ettorre
Conor C. Horgan
Danail Stoyanov
Daniil Pakhomov
Dominiek Reynaerts
Dzhoshkun I. Shakir
Efthymios Maneas
Emmanuel B. Vander Poorten
Erwin J. Alles
Fan Cao
François Chadebecq
Garikoitz Lerma-Usabiaga
George Attilakos
View all 86 co-authors